Reset training subject: 3089081375084
Reset training subject: 3095237030532
Adding measurement 22fd4901 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-0.3319796212017536;dx=-2.732577730910756E-6
New Minimum: -0.3319796212017536 > -0.33198634162545204
END: th(2.154434690031884)=-0.33198634162545204; dx=-2.3551346202060394E-6 evalInputDelta=6.720423698425293E-6
Fitness changed from -0.3319796212017536 to -0.33198634162545204
Iteration 1 complete. Error: -0.33198634162545204 Total: 30.1953; Orientation: 0.0066; Line Search: 12.0246
Adding measurement 31945f2f to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.33198634162545204;dx=-2.412398641177788E-6
New Minimum: -0.33198634162545204 > -0.3320007026195526
WOLFE (weak): th(4.641588833612779)=-0.3320007026195526; dx=-2.3630615993128114E-6 evalInputDelta=1.4360994100570679E-5
New Minimum: -0.3320007026195526 > -0.33201514184474945
WOLFE (weak): th(9.283177667225559)=-0.33201514184474945; dx=-2.346197405155584E-6 evalInputDelta=2.8800219297409058E-5
New Minimum: -0.33201514184474945 > -0.33207300305366516
WOLFE (weak): th(27.849533001676676)=-0.33207300305366516; dx=-2.3099416413607635E-6 evalInputDelta=8.666142821311951E-5
New Minimum: -0.33207300305366516 > -0.33233189210295677
WOLFE (weak): th(111.3981320067067)=-0.33233189210295677; dx=-2.4033974598265313E-6 evalInputDelta=3.455504775047302E-4
New Minimum: -0.33233189210295677 > -0.33371423929929733
WOLFE (weak): th(556.9906600335335)=-0.33371423929929733; dx=-2.388581902165613E-6 evalInputDelta=0.0017278976738452911
New Minimum: -0.33371423929929733 > -0.3423322029411793
WOLFE (weak): th(3341.9439602012008)=-0.3423322029411793; dx=-2.3902888348364236E-6 evalInputDelta=0.010345861315727234
New Minimum: -0.3423322029411793 > -0.40325044468045235
WOLFE (weak): th(23393.607721408407)=-0.40325044468045235; dx=-2.2940785011148496E-6 evalInputDelta=0.0712641030550003
New Minimum: -0.40325044468045235 > -0.8225129842758179
END: th(187148.86177126726)=-0.8225129842758179; dx=-1.6009703294593788E-6 evalInputDelta=0.49052664265036583
Fitness changed from -0.33198634162545204 to -0.8225129842758179
Iteration 2 complete. Error: -0.8225129842758179 Total: 60.1156; Orientation: 0.0082; Line Search: 54.0731
Adding measurement 1ab5a77c to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.8225129842758179;dx=-1.3684989999090148E-6
New Minimum: -0.8225129842758179 > -1.3518580496311188
END: th(403200.00000000006)=-1.3518580496311188; dx=-7.616807839370115E-7 evalInputDelta=0.5293450653553009
Fitness changed from -0.8225129842758179 to -1.3518580496311188
Iteration 3 complete. Error: -1.3518580496311188 Total: 17.9957; Orientation: 0.0066; Line Search: 11.9749
Adding measurement 3cf9dcc7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.135e+02, gradient 8.308e-04, dot -0.752; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3518580496311188, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 3cf9dcc7 to history. Total: 3
th(0)=-1.3518580496311188;dx=-6.319008862667716E-7
New Minimum: -1.3518580496311188 > -1.8506079502403736
END: th(868668.0670208557)=-1.8506079502403736; dx=-3.185405666912556E-7 evalInputDelta=0.49874990060925484
Fitness changed from -1.3518580496311188 to -1.8506079502403736
Iteration 4 complete. Error: -1.8506079502403736 Total: 18.3336; Orientation: 0.1822; Line Search: 12.1225
Adding measurement 57684bdc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.606e+02, gradient 5.545e-04, dot -0.649; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8506079502403736, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 57684bdc to history. Total: 3
th(0)=-1.8506079502403736;dx=-2.832844355251535E-7
New Minimum: -1.8506079502403736 > -2.281803898513317
END: th(1871488.617712673)=-2.281803898513317; dx=-1.225730507712611E-7 evalInputDelta=0.4311959482729435
Fitness changed from -1.8506079502403736 to -2.281803898513317
Iteration 5 complete. Error: -2.281803898513317 Total: 19.5301; Orientation: 0.1691; Line Search: 12.2118
Adding measurement d7f6d53 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.538e+02, gradient 3.726e-04, dot -0.587; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.281803898513317, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement d7f6d53 to history. Total: 3
th(0)=-2.281803898513317;dx=-1.2603204087526997E-7
New Minimum: -2.281803898513317 > -2.620055880397558
END: th(4032000.0000000014)=-2.620055880397558; dx=-3.1614324440602576E-8 evalInputDelta=0.3382519818842411
Fitness changed from -2.281803898513317 to -2.620055880397558
Iteration 6 complete. Error: -2.620055880397558 Total: 18.4610; Orientation: 0.3477; Line Search: 12.0132
Adding measurement 43be73c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.269e+02, gradient 3.472e-04, dot -0.287; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.620055880397558, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 43be73c5 to history. Total: 3
th(0)=-2.620055880397558;dx=-1.027585296938629E-7
Armijo: th(8686680.670208558)=-2.445219088345766; dx=4.6854985869883306E-8 evalInputDelta=-0.17483679205179214
New Minimum: -2.620055880397558 > -2.6798504441976547
WOLF (strong): th(4343340.335104279)=-2.6798504441976547; dx=3.514429891073403E-8 evalInputDelta=0.05979456380009651
New Minimum: -2.6798504441976547 > -2.7239774614572525
END: th(1447780.1117014263)=-2.7239774614572525; dx=-1.8546454029690452E-8 evalInputDelta=0.10392158105969429
Fitness changed from -2.620055880397558 to -2.7239774614572525
Iteration 7 complete. Error: -2.7239774614572525 Total: 30.2109; Orientation: 0.1764; Line Search: 24.0070
Adding measurement 26084ab7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.700e+02, gradient 3.158e-04, dot -0.406; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.7239774614572525, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 26084ab7 to history. Total: 3
th(0)=-2.7239774614572525;dx=-8.788882965265668E-8
Armijo: th(3119147.6961877886)=-2.594476990401745; dx=1.239832567717545E-7 evalInputDelta=-0.12950047105550766
New Minimum: -2.7239774614572525 > -2.768663078546524
WOLF (strong): th(1559573.8480938943)=-2.768663078546524; dx=3.8116389613998404E-8 evalInputDelta=0.044685617089271545
END: th(519857.94936463144)=-2.7678014934062958; dx=-4.392746521290757E-8 evalInputDelta=0.043824031949043274
Fitness changed from -2.7239774614572525 to -2.768663078546524
Iteration 8 complete. Error: -2.768663078546524 Total: 30.3687; Orientation: 0.1577; Line Search: 23.9865
Adding measurement 147c3850 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.052e+02, gradient 4.924e-04, dot -0.160; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.768663078546524, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 147c3850 to history. Total: 3
th(0)=-2.768663078546524;dx=-2.2056661253963968E-7
New Minimum: -2.768663078546524 > -2.808162845671177
WOLF (strong): th(1120000.0000000005)=-2.808162845671177; dx=1.0482995625768061E-7 evalInputDelta=0.03949976712465286
New Minimum: -2.808162845671177 > -2.841864798218012
END: th(560000.0000000002)=-2.841864798218012; dx=-1.9669979205481762E-8 evalInputDelta=0.07320171967148781
Fitness changed from -2.768663078546524 to -2.841864798218012
Iteration 9 complete. Error: -2.841864798218012 Total: 24.1592; Orientation: 0.1647; Line Search: 18.0100
Adding measurement 1bb76959 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.320e+02, gradient 2.087e-04, dot -0.604; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.841864798218012, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 1bb76959 to history. Total: 3
th(0)=-2.841864798218012;dx=-4.003001788014668E-8
New Minimum: -2.841864798218012 > -2.891404964029789
END: th(1206483.4264178555)=-2.891404964029789; dx=-2.899098419346284E-8 evalInputDelta=0.049540165811777115
Fitness changed from -2.841864798218012 to -2.891404964029789
Iteration 10 complete. Error: -2.891404964029789 Total: 18.1526; Orientation: 0.1541; Line Search: 11.9847
Adding measurement 4e5af62d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.135e+02, gradient 2.032e-04, dot -0.567; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.891404964029789, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 4e5af62d to history. Total: 3
th(0)=-2.891404964029789;dx=-3.723930473614363E-8
New Minimum: -2.891404964029789 > -2.966311402618885
END: th(2599289.7468231576)=-2.966311402618885; dx=-1.4492493747220438E-8 evalInputDelta=0.07490643858909607
Fitness changed from -2.891404964029789 to -2.966311402618885
Iteration 11 complete. Error: -2.966311402618885 Total: 18.2631; Orientation: 0.1642; Line Search: 12.0663
Adding measurement 48941911 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.876e+02, gradient 2.674e-04, dot -0.425; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.966311402618885, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 48941911 to history. Total: 3
th(0)=-2.966311402618885;dx=-6.251374968242913E-8
Armijo: th(5600000.000000004)=-2.323837675154209; dx=1.9271174922327362E-7 evalInputDelta=-0.6424737274646759
Armijo: th(2800000.000000002)=-2.8726121820509434; dx=1.01492819557011E-7 evalInputDelta=-0.09369922056794167
New Minimum: -2.966311402618885 > -3.0028461664915085
WOLF (strong): th(933333.333333334)=-3.0028461664915085; dx=2.11747820325654E-10 evalInputDelta=0.036534763872623444
END: th(233333.3333333335)=-2.982621043920517; dx=-4.857164504478814E-8 evalInputDelta=0.016309641301631927
Fitness changed from -2.966311402618885 to -3.0028461664915085
Iteration 12 complete. Error: -3.0028461664915085 Total: 36.2952; Orientation: 0.1739; Line Search: 30.1105
Adding measurement 727623ef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.082e+02, gradient 2.235e-04, dot -0.434; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0028461664915085, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 727623ef to history. Total: 3
th(0)=-3.0028461664915085;dx=-4.363787122697754E-8
New Minimum: -3.0028461664915085 > -3.0229889154434204
END: th(502701.42767410656)=-3.0229889154434204; dx=-2.3746166776870124E-8 evalInputDelta=0.020142748951911926
Fitness changed from -3.0028461664915085 to -3.0229889154434204
Iteration 13 complete. Error: -3.0229889154434204 Total: 19.2263; Orientation: 0.1637; Line Search: 12.0419
Adding measurement 77656cb3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.551e+02, gradient 1.678e-04, dot -0.613; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0229889154434204, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 77656cb3 to history. Total: 3
th(0)=-3.0229889154434204;dx=-2.2365633078753618E-8
New Minimum: -3.0229889154434204 > -3.0523309782147408
WOLFE (weak): th(1083037.3945096491)=-3.0523309782147408; dx=-2.164008159970043E-8 evalInputDelta=0.029342062771320343
New Minimum: -3.0523309782147408 > -3.0788098573684692
WOLFE (weak): th(2166074.7890192983)=-3.0788098573684692; dx=-2.0342884295493963E-8 evalInputDelta=0.05582094192504883
New Minimum: -3.0788098573684692 > -3.1620622761547565
END: th(6498224.367057895)=-3.1620622761547565; dx=-1.4285608646314028E-8 evalInputDelta=0.13907336071133614
Fitness changed from -3.0229889154434204 to -3.1620622761547565
Iteration 14 complete. Error: -3.1620622761547565 Total: 30.5778; Orientation: 0.2927; Line Search: 24.2260
Adding measurement 7fe33939 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.926e+02, gradient 1.757e-04, dot -0.480; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1620622761547565, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 7fe33939 to history. Total: 3
th(0)=-3.1620622761547565;dx=-2.5803738452492862E-8
Armijo: th(1.4000000000000011E7)=-2.8538334742188454; dx=3.539484533407426E-8 evalInputDelta=-0.3082288019359112
Armijo: th(7000000.000000006)=-3.140796296298504; dx=1.9776663256809713E-8 evalInputDelta=-0.02126597985625267
New Minimum: -3.1620622761547565 > -3.201943628489971
END: th(2333333.3333333354)=-3.201943628489971; dx=-3.3794682428888192E-9 evalInputDelta=0.039881352335214615
Fitness changed from -3.1620622761547565 to -3.201943628489971
Iteration 15 complete. Error: -3.201943628489971 Total: 30.4147; Orientation: 0.1590; Line Search: 24.0828
Adding measurement 23ae2773 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.086e+02, gradient 2.401e-04, dot -0.293; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.201943628489971, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 23ae2773 to history. Total: 3
th(0)=-3.201943628489971;dx=-5.095179534654655E-8
Armijo: th(5027014.276741067)=-2.921383511275053; dx=8.614637817264064E-8 evalInputDelta=-0.28056011721491814
Armijo: th(2513507.1383705335)=-3.157800193876028; dx=5.7265719166629127E-8 evalInputDelta=-0.0441434346139431
New Minimum: -3.201943628489971 > -3.2256687246263027
END: th(837835.7127901778)=-3.2256687246263027; dx=-7.772057599783713E-10 evalInputDelta=0.023725096136331558
Fitness changed from -3.201943628489971 to -3.2256687246263027
Iteration 16 complete. Error: -3.2256687246263027 Total: 30.2380; Orientation: 0.1758; Line Search: 24.0393
Adding measurement 3ffa4d0f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.233e+02, gradient 1.561e-04, dot -0.525; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2256687246263027, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 3ffa4d0f to history. Total: 3
th(0)=-3.2256687246263027;dx=-2.1448327738902507E-8
New Minimum: -3.2256687246263027 > -3.247448157519102
WOLF (strong): th(1805062.324182749)=-3.247448157519102; dx=6.840296235449758E-10 evalInputDelta=0.021779432892799377
END: th(902531.1620913745)=-3.2428538762032986; dx=-1.0182059216196185E-8 evalInputDelta=0.01718515157699585
Fitness changed from -3.2256687246263027 to -3.247448157519102
Iteration 17 complete. Error: -3.247448157519102 Total: 24.2361; Orientation: 0.2102; Line Search: 18.0143
Adding measurement 434e7d34 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.159e+02, gradient 2.238e-04, dot -0.297; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.247448157519102, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 434e7d34 to history. Total: 3
th(0)=-3.247448157519102;dx=-4.412475465278438E-8
Armijo: th(1944444.4444444464)=-3.2400168664753437; dx=3.757304556912058E-8 evalInputDelta=-0.007431291043758392
New Minimum: -3.247448157519102 > -3.2670108191668987
WOLF (strong): th(972222.2222222232)=-3.2670108191668987; dx=5.076087552348721E-9 evalInputDelta=0.01956266164779663
END: th(324074.0740740744)=-3.260406766086817; dx=-2.5285257068106932E-8 evalInputDelta=0.012958608567714691
Fitness changed from -3.247448157519102 to -3.2670108191668987
Iteration 18 complete. Error: -3.2670108191668987 Total: 30.3312; Orientation: 0.2985; Line Search: 24.0325
Adding measurement 1d14078e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.380e+02, gradient 1.643e-04, dot -0.476; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2670108191668987, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 1d14078e to history. Total: 3
th(0)=-3.2670108191668987;dx=-2.3346943083308594E-8
New Minimum: -3.2670108191668987 > -3.281032297760248
END: th(698196.4273251483)=-3.281032297760248; dx=-9.760223849320728E-9 evalInputDelta=0.014021478593349457
Fitness changed from -3.2670108191668987 to -3.281032297760248
Iteration 19 complete. Error: -3.281032297760248 Total: 18.1693; Orientation: 0.1512; Line Search: 11.9925
Adding measurement 238a770b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.971e+02, gradient 1.245e-04, dot -0.585; [7c6ce69c-f4b5-4dad-b10a-d7900de77ac7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.281032297760248, -0.8225129842758179, -0.33198634162545204, -0.3319796212017536
LBFGS Accumulation History: 3 points
Removed measurement 238a770b to history. Total: 3
th(0)=-3.281032297760248;dx=-1.2608060521237292E-8
New Minimum: -3.281032297760248 > -3.3016582801938057
END: th(1504218.6034856245)=-3.3016582801938057; dx=-1.0122135379671505E-8 evalInputDelta=0.02062598243355751
Fitness changed from -3.281032297760248 to -3.3016582801938057
Iteration 20 complete. Error: -3.3016582801938057 Total: 19.6777; Orientation: 0.2565; Line Search: 13.3942
Final threshold in iteration 21: -3.3016582801938057 (> -Infinity) after 524.952s (< 5400.000s)
